Related Experiment Video
Updated: Oct 26, 2025

05:08
Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
Published on: July 8, 2025
495
Known and Unknown Transboundary Infectious Diseases as Hybrid Threats
1Orion Integrated Biosciences Inc., Manhattan, KS, United States.
Frontiers in Public Health
|August 2, 2021
Summary
Microbes pose hybrid threats, impacting national security and health. Autonomous biosurveillance using AI is crucial for detecting and mitigating these risks effectively.
Area of Science:
- Microbiology
- Biosecurity
- National Security
Background:
- Microorganisms are increasingly recognized as hybrid threats due to their pathogenicity, transmissibility, and potential for genetic manipulation.
- These agents can evade current detection, attribution, and response capabilities, posing significant risks to national health, trade, and security.
- Existing biosurveillance methods are limited in scope and struggle to address the complexity of novel microbial threats.
Purpose of the Study:
- To discuss the use of microorganisms as hybrid threats.
- To propose a framework for enhanced horizon scanning and risk assessment of microbial hybrid threats.
- To advocate for the transition towards autonomous biosurveillance systems.
Main Methods:
- Conceptual framework development for microbial hybrid threat risk assessment.
- Discussion of machine learning (ML) and artificial intelligence (AI) applications in autonomous biosurveillance.
- Integration of diverse data streams for comprehensive threat analysis.
Main Results:
- Autonomous biosurveillance systems can process vast data streams beyond human cognitive limits.
- ML and AI algorithms can contextualize threat information for strategic and tactical stakeholders.
- A quantitative risk estimation approach is essential for societal preparedness and resilience.
Conclusions:
- Microbial hybrid threats necessitate advanced, autonomous biosurveillance capabilities.
- AI and ML are key enablers for effective detection, attribution, and response to these threats.
- Societal awareness, preparedness, and resilience are paramount in mitigating the risks posed by microbial hybrid threats.
More Related Videos
Related Concept Videos
Viral Recombination
24.1K
Cells are sometimes infected by more than one virus at once. When two viruses disassemble to expose their genomes for replication in the same cell, similar regions of their genomes can pair together and exchange sequences in a process called recombination. Alternatively, viruses with segmented genomes can swap segments in a process called reassortment.
24.1K
Hybrid Zones
20.7K
Hybrid zones are narrow regions where two closely related species interact, mate, and produce hybrids. Relative to either parent species, hybrids may possess distinct phenotypic or genetic differences that impact their survival and reproductive success. The genetic variances introduced by hybridization influence species diversity and speciation processes within the hybrid zone.
20.7K
Infection
9.4K
When a pathogen enters the body and reproduces, it can cause an infection, damage body cells, and cause illness symptoms that eventually lead to disease. Therefore, its prevention requires breaking the chain of infection.
The chain begins with pathogens: bacteria, viruses, fungi, prions, or parasites such as protozoa helminths. These can be present on the skin as transient or resident flora, or they can be acquired from the environment. Identifying and treating the type of infection and...
The chain begins with pathogens: bacteria, viruses, fungi, prions, or parasites such as protozoa helminths. These can be present on the skin as transient or resident flora, or they can be acquired from the environment. Identifying and treating the type of infection and...
9.4K
Vaccinations
47.3K
Overview
47.3K
Horizontal Gene Transfer
553
Horizontal gene transfer (HGT) is a process where genetic material moves between organisms within the same generation, unlike vertical gene transfer, which occurs from parent to offspring. HGT plays a crucial role in microbial evolution, adaptation, and survival, particularly in shared environments like the human gut.Mobile genetic elements such as plasmids, prophages, integrons, insertion sequences, and transposons facilitate this process. HGT occurs through three primary mechanisms:...
553
Healthcare Associated Infections I: Iatrogenic, Exogenic and Endogenic
4.9K
Healthcare-associated infections (HAIs) occur in a healthcare facility while a person receives care for another ailment. This category also includes work-related infections among healthcare staff.
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.
4.9K

